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Gap in many dimensions: Application to gender

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  • Kobus, Martyna
  • Kapera, Marek
  • Maasoumi, Esfandiar

Abstract

We extend the conventional approach to gender gaps, which typically focuses on single outcomes such as wages or earnings, to multiple outcomes e.g. wages jointly with leisure, health. This changes the view of overall gender differences. Drawing on the literature on welfare and inequality measurement, we motivate a concrete class of multivariate evaluation functions and show that this is the only class with some desired properties. We examine its sensitivity to parts of the distribution and to the valuations of attributes. We exploit decomposability by gender, single dimensions, interdependence and counterfactual effects, to guide policy decisions and evaluation. The joint gender gap in wages and leisure in the US is shown for the period 2005–2022. It differs from the wage gap due to several negative effects of leisure: a slowing down of the downward trend, larger differences at the bottom of the distribution than at the top, and an increase in within-gender inequality for women. The contribution of the leisure gap to the joint gap has increased over time.

Suggested Citation

  • Kobus, Martyna & Kapera, Marek & Maasoumi, Esfandiar, 2024. "Gap in many dimensions: Application to gender," Labour Economics, Elsevier, vol. 89(C).
  • Handle: RePEc:eee:labeco:v:89:y:2024:i:c:s0927537124000770
    DOI: 10.1016/j.labeco.2024.102582
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    as
    1. Rolf Aaberge & Magne Mogstad, 2015. "Inequality in current and lifetime income," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 44(2), pages 217-230, February.
    2. Esfandiar Maasoumi & Le Wang, 2019. "The Gender Gap between Earnings Distributions," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2438-2504.
    3. Abul Naga, Ramses H. & Geoffard, Pierre-Yves, 2006. "Decomposition of bivariate inequality indices by attributes," Economics Letters, Elsevier, vol. 90(3), pages 362-367, March.
    4. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    5. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    6. James E. Foster & Miguel Székely, 2008. "Is Economic Growth Good For The Poor? Tracking Low Incomes Using General Means," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(4), pages 1143-1172, November.
    7. Ekaterina Selezneva & Philippe Van Kerm, 2016. "A distribution-sensitive examination of the gender wage gap in Germany," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(1), pages 21-40, March.
    8. Matthew J. Baker & Joyce P. Jacobsen, 2007. "Marriage, Specialization, and the Gender Division of Labor," Journal of Labor Economics, University of Chicago Press, vol. 25(4), pages 763-793.
    9. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    10. Leslie S. Stratton, 2012. "The Role of Preferences and Opportunity Costs in Determining the Time Allocated to Housework," American Economic Review, American Economic Association, vol. 102(3), pages 606-611, May.
    11. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 715-753.
    12. Gronau, Reuben, 1977. "Leisure, Home Production, and Work-The Theory of the Allocation of Time Revisited," Journal of Political Economy, University of Chicago Press, vol. 85(6), pages 1099-1123, December.
    13. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    14. Gimenez-Nadal, Jose Ignacio & Sevilla, Almudena, 2012. "Trends in time allocation: A cross-country analysis," European Economic Review, Elsevier, vol. 56(6), pages 1338-1359.
    15. Bosmans, Kristof & Decancq, Koen & Ooghe, Erwin, 2015. "What do normative indices of multidimensional inequality really measure?," Journal of Public Economics, Elsevier, vol. 130(C), pages 94-104.
    16. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    17. François Bourguignon & Christian Morrisson, 2002. "Inequality Among World Citizens: 1820-1992," American Economic Review, American Economic Association, vol. 92(4), pages 727-744, September.
    18. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    19. Juan Carlos Campaña & Jose Ignacio Gimenez-Nadal & Jorge Velilla, 2023. "Measuring Gender Gaps in Time Allocation in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(2), pages 519-553, January.
    20. Hayfield, Tristen & Racine, Jeffrey S., 2008. "Nonparametric Econometrics: The np Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i05).
    21. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    22. Francine D. Blau, 1998. "Trends in the Well-Being of American Women, 1970-1995," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 112-165, March.
    23. Larry G. Epstein & Stephen M. Tanny, 1980. "Increasing Generalized Correlation: A Definition and Some Economic Consequences," Canadian Journal of Economics, Canadian Economics Association, vol. 13(1), pages 16-34, February.
    24. Decancq, Koen & Decoster, André & Schokkaert, Erik, 2009. "The Evolution of World Inequality in Well-being," World Development, Elsevier, vol. 37(1), pages 11-25, January.
    25. Osborne, Dale K, 1976. "Irrelevant Alternatives and Social Welfare," Econometrica, Econometric Society, vol. 44(5), pages 1001-1015, September.
    26. Jean Kimmel & Rachel Connelly, 2007. "Mothers’ Time Choices: Caregiving, Leisure, Home Production, and Paid Work," Journal of Human Resources, University of Wisconsin Press, vol. 42(3).
    27. Joanna R. Pepin & Liana C. Sayer & Lynne M. Casper, 2018. "Marital Status and Mothers’ Time Use: Childcare, Housework, Leisure, and Sleep," Demography, Springer;Population Association of America (PAA), vol. 55(1), pages 107-133, February.
    28. Miriam Beblo & Julio Robledo, 2008. "The wage gap and the leisure gap for double-earner couples," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(2), pages 281-304, April.
    29. Nadja Klein & Torsten Hothorn & Luisa Barbanti & Thomas Kneib, 2022. "Multivariate conditional transformation models," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 49(1), pages 116-142, March.
    30. Nadja Klein & Thomas Kneib, 2020. "Directional bivariate quantiles: a robust approach based on the cumulative distribution function," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 104(2), pages 225-260, June.
    31. Wang, Yunyun & Oka, Tatsushi & Zhu, Dan, 2023. "Bivariate distribution regression with application to insurance data," Insurance: Mathematics and Economics, Elsevier, vol. 113(C), pages 215-232.
    32. A. B. Atkinson & F. Bourguignon, 1982. "The Comparison of Multi-Dimensioned Distributions of Economic Status," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(2), pages 183-201.
    33. Mark Aguiar & Erik Hurst, 2007. "Measuring Trends in Leisure: The Allocation of Time Over Five Decades," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 969-1006.
    34. Daniel Kahneman & Alan B. Krueger & David Schkade & Norbert Schwarz & Arthur Stone, 2004. "Toward National Well-Being Accounts," American Economic Review, American Economic Association, vol. 94(2), pages 429-434, May.
    35. Daniel Kahneman & Alan B. Krueger, 2006. "Developments in the Measurement of Subjective Well-Being," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 3-24, Winter.
    36. Jose Ignacio Gimenez-Nadal & Jose Alberto Molina, 2022. "The gender gap in time allocation," IZA World of Labor, Institute of Labor Economics (IZA), pages 497-497, July.
    37. Kaneko, Mamoru & Nakamura, Kenjiro, 1979. "The Nash Social Welfare Function," Econometrica, Econometric Society, vol. 47(2), pages 423-435, March.
    38. Rothschild, Michael & Stiglitz, Joseph E., 1970. "Increasing risk: I. A definition," Journal of Economic Theory, Elsevier, vol. 2(3), pages 225-243, September.
    39. Chen, M. Keith & Chevalier, Judith A., 2008. "The taste for leisure, career choice, and the returns to education," Economics Letters, Elsevier, vol. 99(2), pages 353-356, May.
    40. repec:hal:spmain:info:hdl:2441/4c5431jp6o888pdrcs0fuirl40 is not listed on IDEAS
    41. John A. Weymark & Kai-yuen Tsui, 1997. "Social welfare orderings for ratio-scale measurable utilities," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 10(2), pages 241-256.
    42. Francesco Devicienti, 2010. "Shapley-value decompositions of changes in wage distributions: a note," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(1), pages 35-45, March.
    43. Suman Seth, 2013. "A class of distribution and association sensitive multidimensional welfare indices," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(2), pages 133-162, June.
    44. Baoping Shang, 2022. "Tackling Gender Inequality: Definitions, Trends, and Policy Designs," IMF Working Papers 2022/232, International Monetary Fund.
    45. Sulkhan Chavleishvili & Simone Manganelli, 2024. "Forecasting and stress testing with quantile vector autoregression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(1), pages 66-85, January.
    46. Maasoumi, Esfandiar, 1986. "The Measurement and Decomposition of Multi-dimensional Inequality," Econometrica, Econometric Society, vol. 54(4), pages 991-997, July.
    47. A. Atkinson, 2003. "Multidimensional Deprivation: Contrasting Social Welfare and Counting Approaches," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 1(1), pages 51-65, April.
    48. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    49. Gajdos, Thibault & Weymark, John A., 2012. "Introduction to inequality and risk," Journal of Economic Theory, Elsevier, vol. 147(4), pages 1313-1330.
    50. Kamila Kolpashnikova, 2018. "American Househusbands: New Time Use Evidence of Gender Display, 2003–2016," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 140(3), pages 1259-1277, December.
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    More about this item

    Keywords

    Gender gaps; Well-being; Multivariate distribution; Decomposition;
    All these keywords.

    JEL classification:

    • D30 - Microeconomics - - Distribution - - - General
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • C02 - Mathematical and Quantitative Methods - - General - - - Mathematical Economics

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